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Document type:
Masterarbeit 
Author(s):
Gabriel Pfeilschifter 
Title:
Time Series Analysis with Matrix Profile on HPC Systems 
Translated title:
Zeitreihenanalyse mittels Matrix Profile auf HPC Systemen 
Abstract:
Time series data is naturally formed by repeated measurements over time and their analysis in various science and engineering disciplines precedes the digital age. With progressing digitalization the amount and detail of such data is ever more growing and drives the demand for performant data mining tools to gain insights from the increasing amounts of data. The matrix profile proposed is a data structure which can serve in a variety of time series data mining tasks like motif search or clusteri...    »
 
Translated abstract:
Time series data is naturally formed by repeated measurements over time and their analysis in various science and engineering disciplines precedes the digital age. With progressing digitalization the amount and detail of such data is ever more growing and drives the demand for performant data mining tools to gain insights from the increasing amounts of data. The matrix profile proposed is a data structure which can serve in a variety of time series data mining tasks like motif search or clusteri...    »
 
Subject:
DAT Datenverarbeitung, Informatik 
DDC:
000 Informatik, Wissen, Systeme 
Advisor:
Raoofy, Amir; Karlstetter, Roman 
Referee:
Schulz, Martin (Prof. Dr.) 
Year:
2019 
Language:
en 
Language from translation:
de 
University:
Technische Universität München 
Faculty:
Fakultät für Informatik